Study on Self-adaptive Systematic Double Sampling method for Self-similar Network Traffic

被引：0
|
作者：
Liu Yuanzhen Liu Yuan Li Xiaohang School of Information Engineering
机构：
来源：
China Communications | 2007年 / 4卷 / 02期
关键词：
self-similarity; Hurst parameter; double sampling;
D O I：
暂无
中图分类号：
TP393.06 [];
学科分类号：
081201 ; 1201 ;
摘要：
This paper proposes anew variation of systematic sampling, called Self-Adaptive Systematic Double Sampling(SSDS). This algorithm can fully consider the self-similar and heavy-tailed distribution characteristics of network traffic and estimate Hurst parameter correctly.The experiments on real Internet traces indicate,compared with traditional sampling methods,the new method advances the accuracy and practicability of the sampling measuring system obviously,and can achieve simplicity,adaptability and controllability of resource consumption.
引用
收藏
页码：86 / 89
页数：4
相关论文
共 50 条
  • [1] Study on self-adaptive systematic double sampling method for self-similar network traffic
    Liu Yuanzhen
    Liu Yuan
    Li Xiaohang
    [J]. CHINA COMMUNICATIONS, 2007, 4 (02) : 86 - 89
  • [2] Self-Adaptive Sampling for Network Traffic Measurement
    Du, Yang
    Huang, He
    Sun, Yu-E
    Chen, Shigang
    Gao, Guoju
    [J]. IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2021), 2021,
  • [3] On sampling self-similar Internet traffic
    He, Guanghui
    Hou, Jennifer C.
    [J]. COMPUTER NETWORKS, 2006, 50 (16) : 2919 - 2936
  • [4] A fast method for generating self-similar network traffic
    Ledesma, S
    Liu, DR
    [J]. 2000 INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY PROCEEDINGS, VOLS. I & II, 2000, : 54 - 61
  • [5] A structure-preserving method of sampling self-similar traffic
    Elbiaze, H
    Cherkaoui, O
    McGibbon, B
    Blais, M
    [J]. MASCOTS 2005:13TH IEEE INTERNATIONAL SYMPOSIUM ON MODELING, ANALYSIS, AND SIMULATION OF COMPUTER AND TELECOMMUNICATION SYSTEMS, 2005, : 161 - 168
  • [6] Is network traffic self-similar or multifractal?
    Taqqu, MS
    Teverovsky, V
    Willinger, W
    [J]. FRACTALS-AN INTERDISCIPLINARY JOURNAL ON THE COMPLEX GEOMETRY OF NATURE, 1997, 5 (01): : 63 - 73
  • [7] Self-similar traffic and network dynamics
    Erramilli, A
    Roughan, M
    Veitch, D
    Willinger, W
    [J]. PROCEEDINGS OF THE IEEE, 2002, 90 (05) : 800 - 819
  • [8] A Study Based on Self-similar Network Traffic Model
    An, Xiaoguang
    Qu, Liangliang
    HuiYan
    [J]. PROCEEDINGS 2015 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND ENGINEERING APPLICATIONS ISDEA 2015, 2015, : 73 - 76
  • [9] Buffer Management for Self-Similar Network Traffic
    Amin, Faranz
    Mizanian, Kiarash
    [J]. 2012 SIXTH INTERNATIONAL SYMPOSIUM ON TELECOMMUNICATIONS (IST), 2012, : 737 - 742
  • [10] Length requirement of self-similar network traffic
    Rao, YH
    Xu, ZY
    Liu, ZL
    [J]. CHINESE JOURNAL OF ELECTRONICS, 2004, 13 (01) : 175 - 178
12345